PyTorch Tutorial
This project is going to contain the material of the PyTorch tutorial.
Content
Setup
Please make sure conda
is installed.
Manual install
Due to some problems with the environment.yml here are instructions for a manual installation:
# create conda environment named ppt
conda new --name ppt
source activate ppt
# Install dependencies
conda install -y matplotlib numpy scipy tensorflow
# For linux
conda install -y pytorch-cpu torchvision-cpu ignite -c pytorch
# For Mac
conda install -y pytorch torchvision ignite -c pytorch
# general
conda install -y jupyterlab -c conda-forge
pip install tensorboardX tensorboard scikit-learn
pip install -e .
Install with environment.yml
Then:
# create a conda environment
conda env create -f environment.yml
activate the conda environment
source activate pydata_pytorch_tutorial
and install the ppt
package (this project basically)
pip install -e .
Mac
If you have problems with the dependencies under mac check out this issue: sotte#2
# You might have to use the `environment_mac.yml`
conda env create -f environment_mac.yml
# and manually update freetype and matplotlib
conda update freetype matplotlib
Download data and models
Download data and models for the tutorial:
python download_data.py
Then you should be ready to go. Start jupyter lab
jupyter lab
Misc
To get the Table of Contents displayed within jupyter lab do the following:
# install node
conda install -c conda-forge nodejs
# install the toc extension
jupyter labextension install jupyterlab-toc